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@@ -31,9 +31,12 @@ dataset_info:
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  # Korean Semantic Textual Similarity (KorSTS) Dataset
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  For a better dataset description, please visit this GitHub repository prepared by the authors of the article: [LINK](https://github.com/kakaobrain/kor-nlu-datasets) <br>
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- This dataset was prepared by converting tsv files from this repository. The idea was to share the dataset for broader audience. I am not an original author of it. <br>
 
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  Because of the specifity of read_csv method from Pandas library, there are couple of observations, which had to be deleted because of the formatting (54 in train, 35 in valid, and 1 in test)
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  **How to download**
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  ```
 
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  # Korean Semantic Textual Similarity (KorSTS) Dataset
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  For a better dataset description, please visit this GitHub repository prepared by the authors of the article: [LINK](https://github.com/kakaobrain/kor-nlu-datasets) <br>
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+ <br>
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+ **This dataset was prepared by converting tsv files from this repository.** The idea was to share the dataset for broader audience. I am not an original author of it. <br>
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  Because of the specifity of read_csv method from Pandas library, there are couple of observations, which had to be deleted because of the formatting (54 in train, 35 in valid, and 1 in test)
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+ Additionaly, **None values have been removed from the dataset** (5 from train, 1 from eval, and 3 from test)
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+
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  **How to download**
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  ```